CreativeLTVAnalysis

Detecting When an AI Creative Is Causing Long-Term Channel Pollution

aanalyses

2026-02-11

10 min read

Spot AI creatives that spike engagement but hurt LTV: cohort LTV, retention, CQI, and a remediation playbook to stop channel pollution.

analyses

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Senior editor and content strategist. Writing about technology, design, and the future of digital media. Follow along for deep dives into the industry's moving parts.

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